/ WHY THIS POST EXISTS
If you ask "did a human paint this", you deserve a straight answer
Etsy now requires AI-assisted listings to say so. Most printable shops respond with a one-line disclosure in tiny type at the bottom of the description and call it done. That is technically compliant and also a missed chance to actually explain anything to the parent on the other end of the transaction.
So instead of a disclosure paragraph, here is a full walkthrough. Same workflow on every cover, no curated exceptions. If at any step you decide the result is dishonest about the labour involved, you tell me and I will rethink the step. The whole point of running this solo is that there is exactly one inbox to write to.
/ STEP 01
The art brief is the long part
Every product starts with an art brief I write by hand. Not a Pinterest mood board. A short specification: dominant subject, framing, palette family (we have three, all warm), illustration density, what the cover must communicate at thumbnail size on an Etsy search page where the visitor sees roughly 220 pixels of total information before they decide whether to click.
That brief is maybe a hundred words long and it takes me an hour to write well, because it is the only step where my taste is the entire input. AI assist does not help here. If the brief is vague, the cover will be vague.
/ STEP 02
The render is where AI does heavy lifting
I feed the brief into a custom rendering pipeline built on top of a few diffusion models tuned for watercolor and line-art outputs. The pipeline generates four candidates at a time and I cull aggressively. Most decks need eight to twelve rounds before a cover passes my own bar, which means thirty to fifty rejected images sit in the trash for every one that ships.
The AI did the brushwork. I am not going to pretend a human picked up a brush. What I will tell you is that the prompt, the candidate culling, and the cover composition are decisions I make every single time, and I refuse covers where the AI got too clever and inserted a sixth finger, a misaligned eye, or a colour palette that drifts off our three warm families.
/ STEP 03
The colour pass is non-negotiable
AI renders out of the box have a tell. Too many simultaneous focal points, off-brand cyan slipping into a warm-palette piece, contrast that looks great on a 4K monitor but mush on a 6-inch listing thumbnail. So every accepted render goes through a manual colour pass: shadows clipped, contrast lifted, off-brand hues nudged out, and the focal subject sharpened.
On a typical cover this is a fifteen-minute pass per image. On a deck like Solar System Brain Deck, where every planet needs to read distinctly at thumbnail size on a 40-card spread, the colour pass is closer to two hours of work across the deck. This is the step that separates a stock-feeling AI image from something that looks like the deck was art-directed.
/ STEP 04
Reject or ship, no in-between
The last step is a single yes-or-no question I ask myself before a cover leaves the build folder. Would I put my name on this on Etsy. Not "is this good enough for the price point". Just: name on it, yes or no.
A surprising amount gets rejected here, even after passing steps two and three. Sometimes it is a vibe thing: the deck reads as cheerful but the cover reads as flat. Sometimes the subject is technically perfect but it does not match the rest of the deck. Whatever the reason, if I would not put my name on it, the cover goes back to step two and we re-roll. The deadline for a drop is always later than this gate.
/ WHAT WE DO NOT AUTOMATE
Three places I refuse to let the pipeline drive
People ask me where the automation stops. Three places where the AI pipeline is locked out by design, even though it would technically be cheaper to let it run.
- Subject choice. What goes on the cover is a decision about what the product is for. That is a brand call, not a render call. AI does not pick our subjects, ever.
- The ship-or-reject gate. No automated quality threshold replaces the yes-or-no on whether I would put my name on the result. If it ever became automated, the brand would die quietly inside a year.
- The reply when something is wrong. If you email about a cover that disappointed you, the reply comes from me. Not a template. Not a bot. The person who picked the subject and pressed ship is the person who answers when it did not land.
/ CLOSING NOTE
Hybrid is not a compromise, it is the work
The honest framing of a NeuraGrowth cover is: a custom AI pipeline did the painterly work that would have taken a freelance illustrator six hours per cover, and I did the brand-direction work that no AI can do for me yet. Both are real labour. Both make the cover what it is. Saying "AI made it" undersells the brief and the colour pass. Saying "I made it by hand" would be a straight lie about the brushwork.
So we say hybrid, in plain English, in every listing. The watercolor is real watercolor-style rendering. The decisions about what to put on the cover and whether it ships are mine. If at any point you want a deeper look at one of the covers, write me, and I will walk you through which step did what for that specific piece.